Understanding Process Performance Measurement Systems

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Understanding Process Performance Measurement Systems

The purpose of this paper is to analyze the current state of Process Performance Measurement Systems (PPMS) by means of a systematic review of literature. The PPMS literature is reviewed using a systematic approach. Based on an extensive literature review only twelve articles that contain the term PPMS in the title were found. The literature analysis showed that PPMS is a relatively new topic in the area of performance measurement. In order to understand PPMS, it was crucial to explain the concepts of business process management, business performance measurement and Performance Measurement System (PMS) which are well known and used in the literature and practice. PPMS is a special type of PMS that should be used in process-oriented organizations. Limitations of this research lie in the fact that all the conclusions were derived only from the literature, not empirical research. The results presented in the paper continue towards providing an updated overview of the current state of performance measurement, especially PPMS in order to identify the existing research gaps on which ongoing and future research efforts regarding this topic can be focused.

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  • Abdolvand N. Albadvi A. & Ferdowsi Z. (2008). Assessing readiness for business process reengineering. Business Process Management Journal 14(4) 497-511.

  • Ahmed P. K. Zairi M. & Loh A. Y. E. (1999). Cultures for continuous improvement and learning. Total Quality Management 10(4/5) 426-434.

  • Almaraz J. (1994). Quality management and the process of change. Journal of Organizational Change Management 7(2) 6-14.

  • Ariyachandra T. R. & Frolick M. N. (2008). Critical success factors in business performance management—Striving for success. Information Systems Management 25(2) 113-120.

  • Attaran M. (2004). Exploring the relationship between information technology and business process reengineering. Information & Management 41(5) 585-596.

  • Atkinson A. A. (1998) Strategic Performance Measurement and Incentive Compensation European Management Journal Vol. 16 No. 5 Oct pp. 552-561.

  • Atkinson A. Waterhouse J. Wells R. (1997) A stakeholder approach to strategic performance measurement Sloan Management Review pp. 25-37

  • Balachandran K. R. Shu H. L. Suresh R. (2007) ‘A framework for unused capacity: theory and empirical analysis Journal of Applied Management Accounting Research Winter pp. 21-38.

  • Bandara W. Gable G. & Rosemann M. (2005) Factors and measures of business processmodelling: Model building through amultiple case study. European Journal of Information Systems 14(4) 347-360.

  • Bandara W. Indulska M. Chong S. & Sadiq S. (2007) Major issues in business process management: An expert perspective. BPTrends (October) pp. 1-8.

  • Barjis J. (2008) The importance of business process modeling in software systems design Science of Computer Programming 71(1) 73-87.

  • Beate L. Machaczek K. (2004) Towards a Corporate Performance Measurement System SAC

  • Becker J. Kugeler M. Rosemann M. (2003.) Process Management: A Guide for the Design of Business Processes Berlin: Springer

  • Bierbusse P. and Siesfeld T. (1997) Measures that matter Journal of Strategic Performance Measurement Vol. 1 No. 2 pp. 6-11

  • Bititci A. Carrie A. McDevitt L. (1997) Integrated performance measurement systems: a development guide International Journal of Operations and Production Management Vol. 17 No. 5. pp. 522-534

  • Bosilj Vukšić V. Hernaus T. Kovačič A. (2008) Upravljanje poslovnim procesima - organizacijsi i informacijski pristup Zagreb; Školska knjiga

  • Bosilj Vukšić V. Kovačič A. (2004.) Upravljanje poslovnim procesima Zagreb: Sinergija-nakladništvo d.o.o.

  • Bosilj Vukšić V. Milanović Lj Škrinjar R. Indihar Štemberger M. (2008) Organizational Performance Measures for Business Process Management: a Performance Measuremet Guideline IEEE computer society ISBN 978-0-7695-3114-4

  • Bosilj Vukšić V. i sur. (2006.) Menadžment poslovnih procesa i znanja u hrvatskim poduzećima Zagreb: Working Paper Series 06 (05) 1-20

  • Bourne M. et al. (2002) The success and failure of performance measurement initiatives International Journal of Operations & Production Management Vol. 22 No. 11 pp. 1288-1310

  • Bragg S. (2007) Troughput Accounting: A guide to constraint management New Yersey: John Wiley and sons Inc.

  • Brocke J. Sinnl T. (2011) Culture in business process management: a literature review Business Process Management Journal Vol 17 No. 2 pp. 357-377

  • Bucher T. Gericke A. (2009) Process-centric budiness intelligence Emerald Vol. 15 No. 3 pp. 408-429

  • Burlton R. T. (2001.) Business Process Management - Profiting from Process Indianapolis: Sams Publishing

  • Chenhall R. (1996) Strategies of manufacturing flexibility manufacturing performance measures and organizational performance: an empirical investigation Integrated Manufacturing Systems pp. 25-32

  • Čerić V. (1993) Simulacijsko modeliranje Zagreb: Školska knjiga

  • Davenport T. H. and Harris J. G. (2007) Competing on Analytics: The New Science of Winning Harvard Business School Press.

  • DeToro I. McCabe T. (1997) How to stay flexibile ande lude fads Quality Progress Vol. 30 No. 3 pp. 55-60

  • Drucker P. (1993) The practice of Management NY: HarperCollins Publishers

  • Eccles R. G. (1991) The performance measurement manifesto Harvard Business Review Jan./Feb. pp. 131-137

  • Elzinga D. J. Horak T. Bruner C. (1995) Business process management: survey and methodology IEE Transactions on Engineering Management Vol. 24 No. 2 pp. 119-128

  • Folan P. Browne J. (2005) A review of performance measurement: Towards performance management Computers in industry Vol. 56 pp. 663-680

  • Gardner R. (2004) The process focused organization Quality Press Milwaukee WI.

  • Gonzalez L. et al. (2010) Measurement in business processes Business Process Management Journal Vol 16 No. 1 pp. 114-134

  • Hammer M. (2007) The 7 deadly sins of Performance Measurement and how to awoid them Sloan Management Rewiew Vol. 48 No. pp. 19-28

  • Harmon P. (2003.) Business Process Change - A Manager's Guide to Improving Redesigning and Automating Processes San Francisco: Morgan Kaufmann Publishers

  • Hyvonen J. (2007) Strategy performance measurement techniques and information technology oft he firm and their links to organizational performance Management Accounting Reasearch Vol. 18 pp. 343-366

  • Ivandić Vidović D. Bosilj Vukšić V. Kereta J. (2009) Analiza performansi poslovnih procesa za postizanje poslovne izvrsnosti: studija slučaja Hrvatskog osiguravajućeg društva Poslovna izvrsnost Zagreb Vol. 1 pp. 113-130

  • Ivankovič G. Janković S. Peršić M. (2010) Framework for performance measurement in hospitality industry-case study Slovenia Ekonomska istraživanja Vol. 23 No. 3 pp. 12-23

  • Kaplan S. Norton D. (2001) Transforming the Balanced Scorecard from Performance Measurement to Strategic Management Accounting Horizons Vol. 15 No. 1 pp. 87-104

  • Keegan D. P. Eiler R. G. and Jones C. R. (1989) Are your performance measures obsolete? Management Accounting June pp. 45-50

  • Kesner R. Russell B. (2007) Enabling Business Processes through Information Management and IT Systems: The FastFit and Winter Gear Distributors Case Studies Journal of Information Systems Education Vol. 20 pp. 401-405

  • Khan R. (2003.) Business Process Management - a practical guide Tampa; Meghan-Kiffer Press

  • Kohlbacher M. (2010) The effect of process orientation: a literature rewiew Business Process Management Journal Vol 16 No. 1 pp. 135-152

  • Kohlbacher M. Gruenwald S. (2011) Process orientation: conceptualization and measurement Performance measurement system design International Journal of Operations and Production Management Vol. 25 No. 2 267-283

  • Krause O. (2003) Beyond BSC: a process based approach to performance management Measuring business excellence Vol. 7 No. 3 pp. 4-14

  • Kueng P. (2000) Process performance measurement system: a tool to support process based organizations Total Quality Management Vol. 11 No 1. pp. 67-85

  • Kueng P. (1998) Supporting BPR through a Process Performance Measurement System In: Banerjee P. et al. (Eds.): Business Information Technology Management Conference Proceedings of BITWorld'98 Har-Anand Publications New Delhi pp. 422-434; ISBN: 8124104255.

  • Kueng P. Krahn A. (1999) Building a Process Performance Measurement System Journal of Scientific and Industrial Research Vol. 58 No. 3/4 pp. 149-159

  • Kueng P. Meier A. Wettstein T. (2001.) Performance measurement systems must be engineered Communications oft he Association for Information Systems Vol. 7 No. 3 pp. 1-27

  • Kueng P. Wettstein Th. List B. (2001) Holistic Process Performance Analysis through a Process Data Warehouse In Proceedings of the American Conference on Information Systems (AMCIS 2001) Boston USA

  • Lee R. Dale B. (1998) Business process managemet: a review and evaluation Business Process Management Journal Vol 4 No. 3 pp. 214-225

  • Liebowitz J. (2006) Strategic Intelligence: Business Intelligence Competitive Intelligence and Knowledge Management Auerbach Publications

  • Marchand M. Raymond L. (2008) International Journal of Operations and Production Management Vol. 28 No. 7. pp. 663-686

  • McCormack K. P. Johnson W. C. (2001.) Business Process Orientation: Gaining the E-Business Competitive Advantage New York: St. Lucie Press

  • Melville N. Kraemer K. Gurbaxani V. (2004.) Information technology and organizational performance: an integrative model of it business value MIS Quarterly Vol. 28 No.2 pp. 283-322

  • Millet P. Schmitt P. Genoulaz V. (2009) The SCOR model for an alignement of business processes and information systems Enterprise Information Systems Vol. 3 No. 4 pp. 393-407

  • Mithas S. Ramasubbu N. Sambamurthy V. (2011.) How information management capability influences firm performance MIS Quarterly Vol. 35 No. 1 pp. 237-256

  • Najmi M. Fan I. Rigas J. (2005) A framework to review performance measurement systems Business Process Management Journal Vol 11 No. 2 pp. 109-122

  • Neely A. (2005) The evolution of performance measuremet research International Journal of Operations and Production Management Vol. 25 No. 12. pp. 1264-1277

  • Neely A. (1999) The performance measurement revolution: why now and what next International Journal of Operations and Production Management Vol. 19 No. 2. pp. 205-228

  • Neely A. Gregory M. Platts K. (2005) Performance measurement system design International Journal of Operations and Production Management Vol. 25 No. 12. pp. 1228-1263

  • Osmanagić Bedenik N. (2004) Kontorling - abeceda poslovnig uspijeha Zagreb Školska knjiga

  • Otley D. (1999) Performance management: a framework for management control systems research Management Accounting Research Vol. 10 pp. 363-382

  • Ould M. A. (2005.) Business Process Management - A Rigorous Approach Tampa: Meghan-Kiffer Press

  • Pourshahid A. (2008) Toward an Integrated User Requirements Notation Framework and Tool for Business Process Management the 2008 International MCETECH Conference on e-Technologies pp. 3-15.

  • Powell S. G. Schwaninger M. and Trimble C. (2001) Measurement and control of business processes System Dynamic Review Vol. 17 No. 1 pp. 63-91

  • Raschke R. Ingraham L. (2010) Business Process Maturity's Effect on Performance Americas Conference on Information Systems Proceedings

  • Ridgway V. F. (1956) Dysfunctional consequences of performance measurements Administrative Science Quarterly Vol. 1 No. 2 pp. 240-7.

  • Robson I. (2004) From process measurement to performance improvement Business Process Management Journal Vol 10 No. 5 pp. 510-521

  • Sanchez L. Delgado A. Ruiz F. Garcia F. and Piattini M. (2009) Measurement and maturity of business processes Handbook of Research on Business Process Modeling IGI Global Hershey PA pp. 532-56.

  • Sanchez L. Garcia F. Ruiz F. Piattini M. (2010) Measurement in business processes: a systematic review Business Process Management Journal Vol 16 No. 1 pp. 114-134

  • Santos M. et. al. (2007) Towards a definiton of a business performance measurement system International Journal of Operations & Production Management Vol. 27 No. 8 pp. 748-801

  • Schmenner R. W. and Vollmann T. E. (1994) Performance measures: gaps false alarms and the usual suspects International Journal of Operations and Production Management Vol. 14 No. 2 pp. 58-69

  • Seokjin K. Behnam N. (2008) The dynamics of quality costs in continuous improvement International Journal of Quality & Reliability Management Vol. 25 Iss: 8 pp. 842 - 859

  • Sidrova A. Isik O. (2010) Business process research: a cross disciplinary review Business Process Management Journal Vol 16 No. 4 pp. 566-597

  • Sinclair D. Zairi M. (1995) Effective process management through performance measurement Part I Business Process Reengineering and Management Journal Vol. 1. No. 1 pp. 75-88

  • Sinclair D. Zairi M. (1995) Effective process management through performance measurement Part II Business Process Reengineering and Management Journal Vol. 1. No. 2 pp. 58-72

  • Sinclair D. Zairi M. (1995) Effective process management through performance measurement Part III Business Process Reengineering and Management Journal Vol 1. No. 3 pp. 50-56

  • Sink D. (1991) The role of measurement in achieving world class quality and productivity management Industrial Engineering Vol 23 No. 6 pp. 8-23

  • Smith H. and Fingar P. (2003) Business Process Management: The Third Wave Meghan-Kiffer Press Tampa FL.

  • Spanyi A. (2007.) More for Less - The Power of Process Management Tampa: Meghan-Kiffer Press

  • Škerlevaj M. et. al. (2007) Organizational learning culture—the missing link between business process change and organizational performance International Journal of Production Economics Vol. 106 No. 2 pp. 346-368

  • Škrinjar R Bosilj Vukšić V. Indihar Štemberger M. (2010) Adoption of Business Process Orientation Practices: Slovenian and Croatian Survey Business Systems Research Vol. 1 No. 1-2 pp. 5-20

  • Škrinjar R. Štemberger Indihar M. Hernaus T. (2007) The impact of business process orientation on organizational performance Proceesings of the 2007 Informing Science and IT Education Joint Conference

  • Tagen S. (2004) Performance measurement: from philosophy to practice International Journal of Productivity and Performance Management Vol. 53 No. 8 pp. 726-737

  • Tatitcchi P. Tonelli F. Cagnazzo L. (2010) Performance measurement and management: a literature review and research agenda Measuring business excellence Vol. 14 No. 1 pp. 4-18

  • Tkalac Verčić A. Sinčić Ćorić D. Pološki Vokić N. (2010.) Priručnik za metodologiju istraživačkog rada Zagreb: M. E. P.d.o.o.

  • Tintor J. (2008) Poslovna analiza Zagreb: Masmedia

  • Trkman P. (2010) The critical sucess factors of business process management International Journal of Information Management Vol. 30 pp. 125-134

  • Tupa J. (2010) Proces Performance Measurement as Part of Business Process Management in Manufacturing Area Process Management INTECH ISBN 978-953-307-085-8

  • Vaidyanathan G. & Devaraj S. (2008) The role of quality in e-procurement performance: Anempirical analysis. Journal of Operations Management 26(3) 407-425.

  • Vergidis K. Tiwari A. & Majeed B. (2008). Business process analysis and optimization: Beyond reengineering IEEE Transactions on Systems Man and Cybernetics Part C: Applications and Reviews 38(1) 69-82.

  • Waggoner D. B. Neely A. D. and Kennerley M. P. (1999). The forces that shape organizational performance measurement systems: An interdisciplinary review. International Journal of Production and Economics Vol. 60-61 53-66.

  • Waggoner D. Neely A. D. and Kennerley M. (1997) An interdisciplinary review of performance measurement system evolution and change: themes issues and experiences Proceedings of the 14th ICPR Osaka Japan.

  • Womack J. P. Jones D. T. and Roos D. (1990) The Machine that Changed the World Rawson Associates New York NY.

  • Wouters M. Sportel M. (2005) The role of existing measures in developing and implementing performance measurement systems International Journal of Operations & Production Management Vol. 25 No. 11 pp. 1062-1082

  • Zairi M. (1997) Business process management: a boundaryless approach to modern competitivnes Business Process Management Journal Vol 3 No. 1 pp. 68-80

  • Zavadsky J. Turčok L. (2010) Simulation and its purpose in implementing of Business Process Management Advances in Management Vol. 3 pp. 9-13

  • Žager K. Žager L. (1999) Analiza financijskih izvještaja Zagreb: Masmedia

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